메뉴 건너뛰기




Volumn , Issue , 2012, Pages 41-71

News Analytics: Framework, Techniques, and Metrics

Author keywords

Financial information; Investment decision making; Natural language processing; News analysis; Virtual message boards

Indexed keywords


EID: 84888751797     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9781118467411.ch2     Document Type: Chapter
Times cited : (2)

References (38)
  • 1
    • 84888665207 scopus 로고    scopus 로고
    • Noisytalk.com: Broadcasting Opinions in a Noisy Environment
    • Working Paper, Stanford University
    • Admati A.; Pfleiderer P. (2001) Noisytalk.com: Broadcasting Opinions in a Noisy Environment, Working Paper, Stanford University.
    • (2001)
    • Admati, A.1    Pfleiderer, P.2
  • 2
    • 2942746458 scopus 로고    scopus 로고
    • Is all that talk just noise? The information content of internet stock message boards
    • Antweiler W.; Frank M. (2004) "Is all that talk just noise? The information content of internet stock message boards," Journal of Finance, 59(3), 1259-1295.
    • (2004) Journal of Finance , vol.59 , Issue.3 , pp. 1259-1295
    • Antweiler, W.1    Frank, M.2
  • 3
    • 84888741818 scopus 로고    scopus 로고
    • The Market Impact of Corporate News Stories
    • Working Paper, University of British Columbia
    • Antweiler W.; Frank M. (2005) The Market Impact of Corporate News Stories, Working Paper, University of British Columbia.
    • (2005)
    • Antweiler, W.1    Frank, M.2
  • 4
    • 0002109406 scopus 로고
    • Technique for analyzing overlapping memberships
    • Bonacich P. (1972) "Technique for analyzing overlapping memberships," Sociological Methodology, 4, 176-185.
    • (1972) Sociological Methodology , vol.4 , pp. 176-185
    • Bonacich, P.1
  • 5
    • 84936824655 scopus 로고
    • Power and centrality: A family of measures
    • Bonacich P. (1987) "Power and centrality: A family of measures," American Journal of Sociology, 92(5), 1170-1182.
    • (1987) American Journal of Sociology , vol.92 , Issue.5 , pp. 1170-1182
    • Bonacich, P.1
  • 6
    • 0000776545 scopus 로고    scopus 로고
    • Scalable feature selection classification and signature generation for organizing large text databases into hierarchical topic taxonomies
    • The VLDB Journal, Springer
    • Chakrabarti S.; Dom B.; Agrawal R.; Raghavan P. (1998) "Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies," The VLDB Journal, Springer.
    • (1998)
    • Chakrabarti, S.1    Dom, B.2    Agrawal, R.3    Raghavan, P.4
  • 7
    • 38549141929 scopus 로고    scopus 로고
    • Yahoo for Amazon! Sentiment extraction from small talk on the web
    • Das S.; Chen M. (2007) "Yahoo for Amazon! Sentiment extraction from small talk on the web," Management Science, 53, 1375-1388.
    • (2007) Management Science , vol.53 , pp. 1375-1388
    • Das, S.1    Chen, M.2
  • 8
    • 28444445600 scopus 로고    scopus 로고
    • eInformation: A clinical study of investor discussion and sentiment
    • Das S.; Martinez-Jerez A.; Tufano P. (2005) "eInformation: A clinical study of investor discussion and sentiment," Financial Management, 34(5), 103-137.
    • (2005) Financial Management , vol.34 , Issue.5 , pp. 103-137
    • Das, S.1    Martinez-Jerez, A.2    Tufano, P.3
  • 10
    • 0042863218 scopus 로고    scopus 로고
    • Persuasion bias social influence and unidimensional opinions
    • DeMarzo P.; Vayanos D.; Zwiebel J. (2003) "Persuasion bias social influence and unidimensional opinions," Quarterly Journal of Economics, 118, 909-968.
    • (2003) Quarterly Journal of Economics , vol.118 , pp. 909-968
    • DeMarzo, P.1    Vayanos, D.2    Zwiebel, J.3
  • 11
    • 84874252492 scopus 로고    scopus 로고
    • An adaptive model for optimizing performance of an incremental web crawler
    • paper presented at Proceedings WWW10, Hong Kong
    • Edwards J.; McCurley K.; Tomlin J. (2001) "An adaptive model for optimizing performance of an incremental web crawler," paper presented at Proceedings WWW10, Hong Kong, pp. 106-113.
    • (2001) , pp. 106-113
    • Edwards, J.1    McCurley, K.2    Tomlin, J.3
  • 12
  • 13
    • 74049087026 scopus 로고    scopus 로고
    • Community detection in graphs
    • Fortunato S. (2010) "Community detection in graphs," Physics Reports, 486, 75-174.
    • (2010) Physics Reports , vol.486 , pp. 75-174
    • Fortunato, S.1
  • 15
    • 34547674230 scopus 로고    scopus 로고
    • Hackers and Painters
    • O'Reilly Media, Sebastopol, CA
    • Graham P. (2004) Hackers and Painters, O'Reilly Media, Sebastopol, CA.
    • (2004)
    • Graham, P.1
  • 16
    • 33846190557 scopus 로고    scopus 로고
    • Whom you know matters: Venture capital networks and investment performance
    • Hochberg Y.; Ljungqvist A.; Lu Y. (2007) "Whom you know matters: Venture capital networks and investment performance," Journal of Finance, 62(1), 251-301.
    • (2007) Journal of Finance , vol.62 , Issue.1 , pp. 251-301
    • Hochberg, Y.1    Ljungqvist, A.2    Lu, Y.3
  • 17
    • 0003798642 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • B. Scholkopf, C. Burges, A. Smola (Eds.), Advances in Kernel Methods: Support Vector Learning, MIT Press
    • Joachims T. (1999) "Making large-scale SVM learning practical," in B. Scholkopf, C. Burges, A. Smola (Eds.), Advances in Kernel Methods: Support Vector Learning, MIT Press.
    • (1999)
    • Joachims, T.1
  • 18
    • 0002346866 scopus 로고    scopus 로고
    • Hierarchically classifying documents using very few words
    • paper presented at International Conference on Machine Learning, Morgan-Kaufmann, San Mateo, CA
    • Koller D.; Sahami M. (1997) "Hierarchically classifying documents using very few words," paper presented at International Conference on Machine Learning, Vol. 14, Morgan-Kaufmann, San Mateo, CA.
    • (1997) , vol.14
    • Koller, D.1    Sahami, M.2
  • 19
    • 70649111792 scopus 로고    scopus 로고
    • Probabilistic Graphical Models
    • MIT Press
    • Koller D. (2009) Probabilistic Graphical Models, MIT Press.
    • (2009)
    • Koller, D.1
  • 20
    • 84888735653 scopus 로고    scopus 로고
    • Relating news analytics to stock returns
    • mimeo, Leinweber & Co. See also this volume, Chapter 6
    • Leinweber D.; Sisk J. (2010) "Relating news analytics to stock returns," mimeo, Leinweber & Co. See also this volume, Chapter 6.
    • (2010)
    • Leinweber, D.1    Sisk, J.2
  • 21
    • 84888738697 scopus 로고    scopus 로고
    • How Google's algorithm rules the web
    • Wired, March
    • Levy S. (2010) "How Google's algorithm rules the web," Wired, March.
    • (2010)
    • Levy, S.1
  • 22
    • 40449132072 scopus 로고    scopus 로고
    • Do Stock Market Investors Understand the Risk Sentiment of Corporate Annual Reports?
    • Working Paper, University of Michigan
    • Li F. (2006) Do Stock Market Investors Understand the Risk Sentiment of Corporate Annual Reports?, Working Paper, University of Michigan.
    • (2006)
    • Li, F.1
  • 23
    • 0004141898 scopus 로고    scopus 로고
    • Bow: A toolkit for statistical language modeling text retrieval, classification and clustering
    • McCallum A. (1996) "Bow: A toolkit for statistical language modeling, text retrieval, classification and clustering," http://www.cs.cmu.edu/ mccallum/bow.
    • (1996)
    • McCallum, A.1
  • 24
    • 0004255908 scopus 로고    scopus 로고
    • Machine Learning
    • McGraw-Hill
    • Mitchell T. (1997) Machine Learning, McGraw-Hill.
    • (1997)
    • Mitchell, T.1
  • 25
    • 79952930027 scopus 로고    scopus 로고
    • Equity Portfolio Risk (Volatility) Estimation Using Market Information and Sentiment
    • Working Paper, Brunel University
    • Mitra L.; Mitra G.; diBartolomeo D. (2008) Equity Portfolio Risk (Volatility) Estimation Using Market Information and Sentiment, Working Paper, Brunel University.
    • (2008)
    • Mitra, L.1    Mitra, G.2    diBartolomeo, D.3
  • 26
    • 33644891514 scopus 로고    scopus 로고
    • Ambient Findability
    • O'Reilly Media, Sebastopol, CA
    • Morville P. (2005) Ambient Findability, O'Reilly Media, Sebastopol, CA.
    • (2005)
    • Morville, P.1
  • 27
    • 0003611509 scopus 로고    scopus 로고
    • Bayesian Learning for Neural Networks
    • Lecture Notes in Statistics Springer
    • Neal R. (1996) Bayesian Learning for Neural Networks, Lecture Notes in Statistics Vol. 118, Springer.
    • (1996) , vol.11
    • Neal, R.1
  • 28
    • 2442544814 scopus 로고    scopus 로고
    • Thumbs up? Sentiment classification using machine learning techniques
    • paper presented at Proceedings Conference on Empirical Methods in Natural Language Processing (EMNLP)
    • Pang B.; Lee L.; Vaithyanathan S. (2002) "Thumbs up? Sentiment classification using machine learning techniques," paper presented at Proceedings Conference on Empirical Methods in Natural Language Processing (EMNLP).
    • (2002)
    • Pang, B.1    Lee, L.2    Vaithyanathan, S.3
  • 29
    • 38849162343 scopus 로고    scopus 로고
    • Computing communities in large networks using random walks
    • Pons P.; Latapy M. (2006) "Computing communities in large networks using random walks," Journal of Graph Algorithms Applied, 10(2), 191-218.
    • (2006) Journal of Graph Algorithms Applied , vol.10 , Issue.2 , pp. 191-218
    • Pons, P.1    Latapy, M.2
  • 30
    • 84948481845 scopus 로고
    • An algorithm for suffix stripping
    • Porter M. (1980) "An algorithm for suffix stripping," Program, 14(3), 130-137.
    • (1980) Program , vol.14 , Issue.3 , pp. 130-137
    • Porter, M.1
  • 31
    • 51049086097 scopus 로고    scopus 로고
    • Programming Collective Intelligence
    • O'Reilly Media, Sebastopol, CA
    • Segaran T. (2007) Programming Collective Intelligence, O'Reilly Media, Sebastopol, CA.
    • (2007)
    • Segaran, T.1
  • 32
    • 0003401675 scopus 로고    scopus 로고
    • A Tutorial on Support Vector Regression
    • NeuroCOLT2 Technical Report, ESPIRIT Working Group in Neural and Computational Learning II
    • Smola A.J.; Scholkopf B. (1998) A Tutorial on Support Vector Regression, NeuroCOLT2 Technical Report, ESPIRIT Working Group in Neural and Computational Learning II.
    • (1998)
    • Smola, A.J.1    Scholkopf, B.2
  • 33
    • 34248193914 scopus 로고    scopus 로고
    • Giving content to investor sentiment: The role of media in the stock market
    • Tetlock P. (2007) "Giving content to investor sentiment: The role of media in the stock market," Journal of Finance, 62(3), 1139-1168.
    • (2007) Journal of Finance , vol.62 , Issue.3 , pp. 1139-1168
    • Tetlock, P.1
  • 34
    • 43649107307 scopus 로고    scopus 로고
    • More than words: Quantifying language to measure firms' fundamentals
    • Tetlock P.; Saar-Tsechansky P.M.; Macskassy S. (2008) "More than words: Quantifying language to measure firms' fundamentals," Journal of Finance, 63(3), 1437-1467.
    • (2008) Journal of Finance , vol.63 , Issue.3 , pp. 1437-1467
    • Tetlock, P.1    Saar-Tsechansky, P.M.2    Macskassy, S.3
  • 35
    • 0003450542 scopus 로고
    • The Nature of Statistical Learning Theory
    • Springer, New York
    • Vapnik V. (1995) The Nature of Statistical Learning Theory, Springer, New York.
    • (1995)
    • Vapnik, V.1
  • 36
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequencies of events to their probabilities
    • Vapnik V.; Chervonenkis A. (1964) "On the uniform convergence of relative frequencies of events to their probabilities," Theory of Probability and Its Applications, 16(2), 264-280.
    • (1964) Theory of Probability and Its Applications , vol.16 , Issue.2 , pp. 264-280
    • Vapnik, V.1    Chervonenkis, A.2
  • 37
    • 0010864753 scopus 로고
    • Pattern recognition using generalized portrait method
    • Automation and Remote Control
    • Vapnik V.; Lerner A. (1963) "Pattern recognition using generalized portrait method," Automation and Remote Control, 24.
    • (1963) , pp. 24
    • Vapnik, V.1    Lerner, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.